MirrorMind
Your words know before you do.
UW Tech Exploration Lab Digital Health Challenge · 2026
Healthcare
Gemini
Source pending review
Winning projects
Every award in the database, with the source that confirms it. Filters are reflected in the URL, so any view can be shared.
Mnemosyne
Mnemosyne is the first sparse-memory substrate that lets language models learn continuously without retraining — replacing dense attention with a biologically-p
Moonshot Hackathon · 2026
Artificial IntelligenceEducation
JavaScriptTypeScript
Source pending review
Monky - AI Coding Assistant
Debug smarter. Code faster
Moonshot Hackathon · 2026
Artificial IntelligenceEducation
GeminiJavaScriptMongoDBNext.js
Source pending review
Nexus Protocol
A zero-latency M2M communication protocol for AI Agent Swarms. It uses semantic vector caching to bypass standard LLM inference, delivering deterministic JSON p
Moonshot Hackathon · 2026
Artificial IntelligenceEducation
FastAPIGroqPythonReact
Source pending review
Panacea Graph
Panacea Graph treats health as a continuous biological state, not disease labels—using synthetic multi-omic graphs and a GNN to map patients in 3D and simulate
Moonshot Hackathon · 2026
Artificial IntelligenceHealthcare
PythonTypeScript
Source pending review
Percept
Using generative AI to improve short videos with Meta TRIBE v2 as a predicted brain-engagement reward model.
UC Berkeley AI Hackathon 2026 · 2026
Artificial IntelligenceEducation
ClaudeOpenCVRedisSupabase+2
Source pending review
Practitioner Signal
AI-powered career intelligence that structures and prices the advisory value of professionals with high-signal crossings — building the supply side of the exper
MLT20 AI Buildathon (Powered by WNCP AI) · 2026
Artificial Intelligence
FlaskJavaScriptPython
Source pending review
Q-AI
AI Platform for Generating data sets
NextGenHacks · 2026
Artificial IntelligenceSocial Impact
DockerPostgreSQLReactSupabase+2
Source pending review
remapd
Improving equity by bringing transparency to congressional district boundaries. Built for stakeholders who are traditionally underrepresented in the creation of
SP26 Cornell Claude Builders Club Hackathon · 2026
Artificial IntelligenceEducation
ClaudeFastAPINext.jsPython+2
Source pending review
REMIND
AI glasses for people with dementia. They recognize faces, remind the wearer who people are, and summarize their day every evening.
Moonshot Hackathon · 2026
Artificial IntelligenceEducation
GroqJavaScript
Source pending review
SE
Sentinel
Predict, Prevent, Intervene
UC Berkeley AI Hackathon 2026 · 2026
EducationProductivity
FastAPIGeminiReact
Source pending review
Skaut
An AI-powered tournament intelligence platform that automatically adapts travel plans as teams advance, matches move, and tournament conditions change.
Moonshot Hackathon · 2026
Artificial IntelligenceEducation
DockerFastAPIGeminiJavaScript+3
Source pending review
SnapCycle
Recycle like a smart person
UC Berkeley AI Hackathon 2026 · 2026
Artificial IntelligenceEducation
Python
Source pending review
SO
Sonify
World First Generative Music Sheet Copilot, One note at a time - Let's change the world!
GenAI Genesis 2026 · 2026
Artificial IntelligenceEducation
React
Source pending review
StudForge
StudForge turns natural language prompts into physics-validated, simulator-ready, robot-buildable swarm robotics block-based worlds with measurable training yie
UC Berkeley AI Hackathon 2026 · 2026
Artificial IntelligenceEducation
AnthropicFastAPIPythonPyTorch+1
Source pending review
SwasthAI Guardian
Offline-first rural health platform with privacy-first on-device skin scanning, grounded multilingual clinical RAG, and hybrid diagnostics optimized for low-ban
NextGenHacks · 2026
Artificial IntelligenceHealthcare
DockerFastAPIGroqPython+2
Source pending review
Synthocad
Autonomous AI agent for generative CAD and parametric RAG-based editing, transforming static 3D models into intelligent, manufacture-ready geometry.
NextGenHacks · 2026
Artificial IntelligenceSocial Impact
FastAPIGeminiPythonStreamlit
Source pending review
The Invisible Patient
The mental health crisis hiding inside the brain health crisis.
UW Tech Exploration Lab Digital Health Challenge · 2026
Healthcare
ReactTypeScriptVercel
Source pending review
Thread.ai
Talk to AI face-to-face. Thread.ai transforms conversations into real-time avatar video interactions powered by RAG, vision, OCR, and multimodal intelligence.
NextGenHacks · 2026
Artificial IntelligenceSocial Impact
FirebasePineconeReactSupabase+1
Source pending review
YapDraw
Think out loud, and see your ideas form in real time.
GenAI Genesis 2026 · 2026
Artificial IntelligenceEducation
SupabaseTypeScript
Source pending review
Zero Hour
A AI Engineer assessment platform to test how efficient a software is being made .
Moonshot Hackathon · 2026
Artificial IntelligenceEducation
JavaScriptLlamaPythonReact
Source pending review
ZeroRisk Sentinel
Hybrid cybersecurity platform scanning files, URLs & Android APKs using YARA, VirusTotal & Groq AI. Detects malware, phishing & rogue apps — with plain-English
Kyxgo hack by Aditya Rai & Yash · 2026
Artificial IntelligenceCybersecurity
FlaskGroqJavaScriptPython
Source pending review
ZeroRisk Sentinel
Hybrid cybersecurity platform scanning files, URLs & Android APKs using YARA, VirusTotal & Groq AI. Detects malware, phishing & rogue apps — with plain-English
NextGenHacks · 2026
Artificial IntelligenceCybersecurity
FlaskGroqJavaScriptPython
Source pending review
"C
"Come on Human...." -by Team Starting From Scratch
An alien visits Earth and judges your recycling habits. Make choices, hear its reactions, and maybe don’t embarrass humanity. Turn sound on.
reNOVAte Create-a-thon · 2026
Social Impact
Source pending review